{"id":"W4321765113","doi":"10.37766/inplasy2023.2.0111","title":"Protocol for a qualitative metasynthesis on response shift.","year":2023,"lang":"en","type":"report","venue":"","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Qualitative research; Paradigm shift; Protocol (science); Qualitative analysis; Computer science; Code (set theory); Psychology; Medicine; Sociology; Programming language; Epistemology; Alternative medicine; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05492259,0.0002880126,0.0005715507,0.0006963613,0.0005290845,0.0001925202,0.0009357873,0.0006771632,0.001117604],"category_scores_gemma":[0.07308503,0.0002363105,0.0004144734,0.0008153274,0.000470162,0.00008815172,0.0001401663,0.0004923222,0.0004900739],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001339293,"about_ca_system_score_gemma":0.00773667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007935527,"about_ca_topic_score_gemma":0.004229939,"domain_scores_codex":[0.9902727,0.004001325,0.0005909839,0.0006965635,0.003681585,0.0007568624],"domain_scores_gemma":[0.9743599,0.02348171,0.0003234876,0.000585354,0.001051535,0.0001979869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001852024,0.0001151124,0.000002111583,0.0003188863,0.0001335572,0.00003211854,0.01574984,2.110689e-7,0.000009543342,0.01403072,0.9596087,0.008147121],"study_design_scores_gemma":[0.0001556381,0.0003218322,0.00003069164,0.0003075886,0.00001722772,2.667054e-7,0.00987909,0.000001171555,0.0003181271,0.01888662,0.9697869,0.0002948355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000007305132,0.000001596762,0.0005760048,0.0112004,0.0002110638,0.5014781,0.0002144029,0.001013078,0.4852981],"genre_scores_gemma":[0.00008425356,0.000007549757,0.002560641,0.00005056068,0.0003282855,0.7309803,0.000007046434,0.00008546991,0.2658958],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2295023,"threshold_uncertainty_score":0.9997955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8034747990605227,"score_gpt":0.7144154610287499,"score_spread":0.0890593380317728,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}